Explore my portfolio of 12 projects spanning full-stack development, AI/ML, and cloud architecture
Serverless quiz platform with AI-powered question generation using Amazon Bedrock and AWS AppSync.
Tech Stack
10+
Serverless
100%
.NET 8 platform implementing Microsoft Agentic AI Framework with Azure OpenAI, featuring Clean Architecture and 85% test coverage.
Test Coverage
85%
Architecture
Clean
Contributed to Microsoft Azure Samples repository implementing RAG pattern with Azure OpenAI. PR #1661 merged to production.
Stars
800+
Contributors
50+
Master's thesis comparing machine learning and deep learning techniques for air quality forecasting using SARIMAX, DeepAR, LSTM, and Neural Prophet.
Best RMSE
3.29%
Best MAPE
9.55%
Models Compared
4
Machine Learning HR Analytics solution predicting employee turnover probability, identifying key churn indicators, and providing actionable retention strategies.
Dataset Size
469
Models Evaluated
7
Risk Categories
Best Model
Extra-Trees
Real-time drilling analytics platform serving 5k+ MAUs across 70+ rigs, reducing analysis time by 90%.
MAUs
5k+
Active Rigs
70+
Time Saved
90%
KPIs
Complete food delivery ecosystem with mobile apps for customers, riders, and stores, plus administrative web system with real-time tracking.
Mobile Apps
3
Platforms
iOS + Android
Social media sports app for player and team comparisons across soccer, football, basketball, tennis, and golf.
Sports
5
Development Time
2 months
Mobile banking application for Cooperativa de Ahorro y Crédito Tulcán with account management, transfers, payments, and biometric security.
Features
Security Layers
Bachelor's thesis: Complete web system for Solar del Río condominium with 5 modules, reducing paperwork by 90% and validated with ISO/IEC 25010 usability testing.
Modules
Paper Reduction
Usability Method
CSUQ
Quality Standard
ISO 25010
Dual mobile app platform for water and gas home delivery with real-time tracking, push notifications, and CI/CD pipeline.
2
Auth Methods
Laravel-based tool for comparing MS SQL Server database objects across multiple servers, reducing manual workload by 80%.
Workload Reduction
80%
1 month